{"id":"W4408042590","doi":"10.3389/fsurg.2025.1542036","title":"Changes in quality of life of early-stage lung cancer patients undergoing sublobar resection: a systematic review","year":2025,"lang":"en","type":"review","venue":"Frontiers in Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Lung cancer; non-small cell lung cancer (NSCLC); Stage (stratigraphy); Psychological intervention; Video-assisted thoracoscopic surgery; Physical therapy; Surgery; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001443388,0.0003641048,0.0072089,0.0008055845,0.00001697254,0.000006083554,0.0001269496,0.0002341355,0.00003410978],"category_scores_gemma":[0.001780162,0.0002826821,0.0007038556,0.001253575,0.00004798443,0.00005021836,0.00006069303,0.0002507903,5.833645e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473794,"about_ca_system_score_gemma":0.001682204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076468,"about_ca_topic_score_gemma":0.001353747,"domain_scores_codex":[0.9957634,0.0007984088,0.002234704,0.000432285,0.0004893225,0.0002819047],"domain_scores_gemma":[0.9963428,0.001283142,0.001531627,0.0005965356,0.0001575026,0.00008836119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003035658,0.0002092339,0.2912948,0.695793,0.0005772642,0.000007420735,0.0000331653,2.015901e-7,1.681213e-9,0.000003371724,0.006862952,0.005188207],"study_design_scores_gemma":[0.0004816701,0.00004982467,0.004628903,0.9882963,0.002409473,3.193398e-7,0.00002777224,7.970952e-7,7.021296e-7,0.000001726538,0.003917831,0.0001846312],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004565037,0.9939702,0.000004766257,0.00008528097,0.001393973,0.003794906,0.0001619004,0.00001152324,0.0001210093],"genre_scores_gemma":[0.0004125492,0.9972329,0.00004132515,0.0001017375,0.00004343632,0.001727265,0.0001099232,0.00003117733,0.0002996898],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2925034,"threshold_uncertainty_score":0.9999625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05147515946072571,"score_gpt":0.3710388130023907,"score_spread":0.3195636535416649,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}